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LLMs Demand Observability-Driven Development

Honeycomb

Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Instead, ML teams typically build evaluation systems to evaluate the effectiveness of the model or prompt. Users will do things you can’t possibly predict.

article thumbnail

LLMs Demand Observability-Driven Development

Honeycomb

Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Instead, ML teams typically build evaluation systems to evaluate the effectiveness of the model or prompt. Users will do things you can’t possibly predict.